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lfads: Adding do_train_readin option allowing fixed readin matrices

Fix typo

Return dataset from input_fn

Fix tensorflow/models gan typos. fixes #3295

Fix file reading issue for python3 code

Fix wrong reference in ptb_word_lm.py

tcn: Fix undefined 'v' in Python 3

Small updates to DELF markdown files: dataset location and small troubleshooting fix.

For stitched models, the readin matrices and bias vectors are initialized to the
"alignment" matrix and bias specified in each dataset's .h5 file. If do_train_readin is
True, these will be trainable, and if not, they will be fixed.

`max_number_of_evaluation` -> `max_number_of_evaluations`.

Clear softmax_cross_entropy deprecation warning.

The `sparse` version is more efficient anyway.

I'm returning the labels shape [1] instead of []
because tf.accuracy fails otherwise.

Remove contacts of ex-Googler

Removed unused regularization ops

__six__ is used on lines 174 and 175 but is never imported or defined.

Revert "Clear softmax_cross_entropy deprecation warning."